Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions

10 February 2021

Papers citing "Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions"

50 / 275 papers shown

Title
On quantifying and improving realism of images generated with diffusion Yunzhu Chen Naveed Akhtar Nur Al Hasan Haldar Ajmal Mian 30 4 0 26 Sep 2023
Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees Alexia Jolicoeur-Martineau Kilian Fatras Tal Kachman 33 30 0 18 Sep 2023
Beta Diffusion Mingyuan Zhou Tianqi Chen Zhendong Wang Huangjie Zheng DiffM 29 10 0 14 Sep 2023
Discrete Denoising Diffusion Approach to Integer Factorization Kārlis Freivalds Emīls Ozoliņš Guntis Barzdins DiffM 26 0 0 11 Sep 2023
FinDiff: Diffusion Models for Financial Tabular Data Generation Timur Sattarov Marco Schreyer Damian Borth DiffM 19 35 0 04 Sep 2023
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion Yunhong Lou Linchao Zhu Yaxiong Wang Xiaohan Wang Yezhou Yang DiffM 25 24 0 04 Sep 2023
An Ensemble Score Filter for Tracking High-Dimensional Nonlinear Dynamical Systems Feng Bao Zezhong Zhang Guannan Zhang DiffM 13 12 0 02 Sep 2023
Diffusion Models for Interferometric Satellite Aperture Radar A. Tuel Thomas Kerdreux Claudia Hulbert B. Rouet-Leduc 22 2 0 31 Aug 2023
A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models Yunguan Fu Yiwen Li Shaheer U. Saeed Matthew J Clarkson Yipeng Hu DiffM MedIm 29 6 0 30 Aug 2023
RetroBridge: Modeling Retrosynthesis with Markov Bridges Ilia Igashov Arne Schneuing Marwin H. S. Segler Michael M. Bronstein B. Correia 34 14 0 30 Aug 2023
Mixed Variational Flows for Discrete Variables Gian Carlo Diluvi Benjamin Bloem-Reddy Trevor Campbell 38 0 0 29 Aug 2023
Diffusion Schrödinger Bridges for Bayesian Computation J. Heng Valentin De Bortoli Arnaud Doucet DiffM 29 3 0 27 Aug 2023
Shape-conditioned 3D Molecule Generation via Equivariant Diffusion Models Ziqi Chen B. Peng Srinivas Parthasarathy Xia Ning DiffM 39 11 0 23 Aug 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 54 14 0 23 Aug 2023
Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis Minho Park Jooyeol Yun Seunghwan Choi Jaegul Choo DiffM 30 11 0 16 Aug 2023
Bayesian Flow Networks Alex Graves R. Srivastava Timothy James Atkinson Faustino J. Gomez BDL 38 43 0 14 Aug 2023
Crystal Structure Prediction by Joint Equivariant Diffusion Rui Jiao Wen-bing Huang Peijia Lin Jiaqi Han Pin Chen Yutong Lu Yang Liu DiffM 32 61 0 30 Jul 2023
XDLM: Cross-lingual Diffusion Language Model for Machine Translation Linyao Chen Aosong Feng Boming Yang Zihui Li AI4CE 33 2 0 25 Jul 2023
Autoregressive Diffusion Model for Graph Generation Lingkai Kong Jiaming Cui Haotian Sun Yuchen Zhuang B. Prakash Chao Zhang DiffM 28 65 0 17 Jul 2023
SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph Generation Qi Yan Zhen-Long Liang Yang Song Renjie Liao Lele Wang DiffM 63 18 0 04 Jul 2023
Graph Denoising Diffusion for Inverse Protein Folding Kai Yi Bingxin Zhou Yiqing Shen Pietro Lio Yu Guang Wang DiffM 16 41 0 29 Jun 2023
DiffusionSTR: Diffusion Model for Scene Text Recognition Masato Fujitake DiffM 23 6 0 29 Jun 2023
ArtFusion: Controllable Arbitrary Style Transfer using Dual Conditional Latent Diffusion Models Da Chen DiffM 21 4 0 15 Jun 2023
RecFusion: A Binomial Diffusion Process for 1D Data for Recommendation Gabriel Bénédict Olivier Jeunen Samuele Papa Samarth Bhargav Daan Odijk Maarten de Rijke DiffM 32 9 0 15 Jun 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hubert P. H. Shum DiffM 29 54 0 07 Jun 2023
A Comprehensive Survey on Generative Diffusion Models for Structured Data Heejoon Koo To Eun Kim DiffM MedIm 40 7 0 07 Jun 2023
DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation Guanqun Bi Lei Shen Yanan Cao Meng Chen Yuqiang Xie Zheng Lin Xiao-feng He DiffM 29 13 0 02 Jun 2023
ViCo: Plug-and-play Visual Condition for Personalized Text-to-image Generation Shaozhe Hao Kai Han Shihao Zhao Kwan-Yee K. Wong 28 10 0 01 Jun 2023
Protein Design with Guided Discrete Diffusion Nate Gruver Samuel Stanton Nathan C. Frey Tim G. J. Rudner I. Hotzel J. Lafrance-Vanasse A. Rajpal Kyunghyun Cho A. Wilson DiffM 42 103 0 31 May 2023
Fine-grained Text Style Transfer with Diffusion-Based Language Models Yiwei Lyu Tiange Luo Jiacheng Shi Todd C. Hollon Ho Hin Lee DiffM 35 3 0 31 May 2023
Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling Tianqi Chen Mingyuan Zhou DiffM 65 7 0 28 May 2023
Robust Classification via a Single Diffusion Model Huanran Chen Yinpeng Dong Zhengyi Wang Xiaohu Yang Chen-Dong Duan Hang Su Jun Zhu 82 58 0 24 May 2023
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation Tianyu Yang Thy Thy Tran Iryna Gurevych DiffM 31 1 0 24 May 2023
David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs Xiaochuang Han Sachin Kumar Yulia Tsvetkov Marjan Ghazvininejad DiffM 34 3 0 24 May 2023
A Survey of Diffusion Models in Natural Language Processing Hao-Li Zou Zae Myung Kim Dongyeop Kang DiffM MedIm 25 12 0 24 May 2023
Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation Han Huang Leilei Sun Bowen Du Weifeng Lv DiffM 37 16 0 21 May 2023
DiffuSIA: A Spiral Interaction Architecture for Encoder-Decoder Text Diffusion Chao-Hong Tan Jia-Chen Gu Zhen-Hua Ling DiffM 35 0 0 19 May 2023
Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces Javier E. Santos Z. Fox Nicholas Lubbers Yen Ting Lin DiffM 25 16 0 18 May 2023
GETMusic: Generating Any Music Tracks with a Unified Representation and Diffusion Framework Ang Lv Xuejiao Tan Peiling Lu Wei Ye Shikun Zhang Jiang Bian Rui Yan DiffM 27 13 0 18 May 2023
Dirichlet Diffusion Score Model for Biological Sequence Generation P. Avdeyev Chenlai Shi Y.M. Tan Kseniia Dudnyk Jian Zhou DiffM 26 48 0 18 May 2023
Sampling, Diffusions, and Stochastic Localization Andrea Montanari DiffM 17 29 0 18 May 2023
RMSSinger: Realistic-Music-Score based Singing Voice Synthesis Jinzheng He Jinglin Liu Zhenhui Ye Rongjie Huang Chenye Cui Huadai Liu Zhou Zhao DiffM 22 19 0 18 May 2023
Discrete Diffusion Probabilistic Models for Symbolic Music Generation Matthias Plasser S. Peter Gerhard Widmer DiffM MGen 33 10 0 16 May 2023
TESS: Text-to-Text Self-Conditioned Simplex Diffusion Rabeeh Karimi Mahabadi Hamish Ivison Jaesung Tae James Henderson Iz Beltagy Matthew E. Peters Arman Cohan 37 20 0 15 May 2023
MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation Xingang Peng Jiaqi Guan Qiang Liu Jianzhu Ma DiffM 33 43 0 11 May 2023
Can Diffusion Model Achieve Better Performance in Text Generation? Bridging the Gap between Training and Inference! Zecheng Tang Pinzheng Wang Keyan Zhou Juntao Li Ziqiang Cao Hao Fei DiffM 37 11 0 08 May 2023
Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling Xiaohui Chen Jiaxing He Xuhong Han Liping Liu DiffM 38 48 0 06 May 2023
Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D Yiran Zhou Yuxuan Song Minkai Xu Jingjing Gong B. Gao Hao Zhou Weiying Ma Yanyan Lan DiffM 49 18 0 05 May 2023
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis C. Lee Jayoung Kim Noseong Park DiffM 22 54 0 25 Apr 2023
Semi-Equivariant Conditional Normalizing Flows Eyal Rozenberg Daniel Freedman 27 0 0 13 Apr 2023